{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "73bd968b-d970-4a05-94ef-4e7abf990827",
   "metadata": {},
   "source": [
    "Chapter 07\n",
    "\n",
    "# 等距线\n",
    "Book_3《数学要素》 | 鸢尾花书：从加减乘除到机器学习 (第二版)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d24fa9d6-4b74-4e4c-b84c-b3a5df39c192",
   "metadata": {},
   "source": [
    "这段代码使用Matplotlib和Sympy库可视化了二维平面中每个点到原点$O(0, 0)$的距离分布。具体而言，代码定义了距离函数：\n",
    "\n",
    "$$\n",
    "f(x, y) = \\sqrt{(x - x_O)^2 + (y - y_O)^2} = \\sqrt{x^2 + y^2}\n",
    "$$\n",
    "\n",
    "这个函数表示平面上点$(x, y)$到原点的欧氏距离。代码首先生成了$x$和$y$的网格，将距离函数应用到网格上的每个点，以获得距离值矩阵。然后分别绘制三维网格图和二维等高线图。\n",
    "\n",
    "1. **三维网格图**：在三维坐标系中展示距离函数，将$x$和$y$平面上的每个点到原点的距离映射到$z$轴，使得距离值对应高度。图形使用网格线展示函数变化，并以色彩图的形式增强视觉效果。距离从小到大的变化在$z$轴上形成以原点为中心的正圆锥形状。\n",
    "\n",
    "2. **二维等高线图**：在二维平面上展示距离的等高线。等高线代表了到原点距离相同的点集，形成一系列同心圆。通过色彩渐变区分不同的距离，靠近原点的区域呈现暖色（红色），而远离原点的区域则呈现冷色（蓝色）。\n",
    "\n",
    "最终图形直观地展示了二维平面中点到原点的距离分布，形成以原点为中心的同心圆结构，是对径向距离函数的可视化。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ddcaf2fd-3224-48df-b4b3-e026e5e52c3e",
   "metadata": {},
   "source": [
    "## 导入所需库"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8d8ee6f1-d39b-4a9c-b704-68337d3773bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np  # 导入numpy库，用于数值计算\n",
    "from sympy import lambdify, sqrt  # 导入sympy的lambdify函数和sqrt函数\n",
    "from sympy.abc import x, y  # 定义符号变量x和y\n",
    "from matplotlib import pyplot as plt  # 导入matplotlib库用于绘图\n",
    "from matplotlib import cm  # 导入cm用于色图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "72350aa1-aea4-41ad-9821-e08c4c615f56",
   "metadata": {},
   "outputs": [],
   "source": [
    "## 定义原点坐标\n",
    "O = [0, 0]  # 原点坐标"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f441336d-c999-4eb8-83c5-c6cf06a2ce39",
   "metadata": {},
   "source": [
    "## 创建网格"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e74e14d0-c8cb-41d4-a6ff-0bc6810c4cab",
   "metadata": {},
   "outputs": [],
   "source": [
    "num = 301  # 网格数量\n",
    "x_array = np.linspace(-8, 8, num)  # x轴坐标范围\n",
    "y_array = np.linspace(-8, 8, num)  # y轴坐标范围\n",
    "\n",
    "xx, yy = np.meshgrid(x_array, y_array)  # 生成二维网格"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0a6def46-854f-4e59-89b7-14e9db4fa18d",
   "metadata": {},
   "source": [
    "## 定义距离函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5f9f1a78-d90f-4109-8ac1-ffb12b1f8388",
   "metadata": {},
   "outputs": [],
   "source": [
    "dist_OP = sqrt((x - O[0])**2 + (y - O[1])**2)  # 定义点到原点的距离函数\n",
    "dist_OP_fcn = lambdify([x, y], dist_OP)  # 将符号函数转换为数值函数\n",
    "dist_OP_zz = dist_OP_fcn(xx, yy)  # 计算网格中每点到原点的距离"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b847a45e-373d-4c26-8721-d4aa4d86e2b1",
   "metadata": {},
   "source": [
    "## 绘制三维网格图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c6ce80f1-5585-4efa-b71b-907ced60324c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()  # 创建图形对象\n",
    "ax = plt.axes(projection='3d')  # 创建三维坐标轴\n",
    "\n",
    "ax.plot_wireframe(xx, yy, dist_OP_zz, color=[0.5, 0.5, 0.5], rstride=10, cstride=10, linewidth=0.25)  # 绘制距离的三维网格图\n",
    "\n",
    "colorbar = ax.contour(xx, yy, dist_OP_zz, levels=np.arange(0, 12), cmap='RdYlBu_r')  # 添加等高线并设置色彩映射\n",
    "fig.colorbar(colorbar, ax=ax)  # 添加色条\n",
    "\n",
    "ax.set_proj_type('ortho')  # 设置投影类型为正交\n",
    "ax.set_xlabel('$x$')  # 设置x轴标签\n",
    "ax.set_ylabel('$y$')  # 设置y轴标签\n",
    "ax.set_zlabel('$f(x,y)$')  # 设置z轴标签\n",
    "plt.tight_layout()  # 自动调整布局\n",
    "ax.set_xlim(xx.min(), xx.max())  # 设置x轴范围\n",
    "ax.set_ylim(yy.min(), yy.max())  # 设置y轴范围\n",
    "\n",
    "ax.view_init(azim=-135, elev=30)  # 设置视角\n",
    "ax.grid(False)  # 关闭网格"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "171d3680-438c-46c1-8b4b-580f921ef844",
   "metadata": {},
   "source": [
    "## 绘制二维等高线图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "e2583c19-eb3e-4c8d-9306-e8b7b10510e6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots()  # 创建二维图形和坐标轴\n",
    "\n",
    "plt.plot(O[0], O[1], color='k', marker='x', markersize=12)  # 在图中标记原点\n",
    "\n",
    "colorbar = ax.contour(xx, yy, dist_OP_zz, levels=np.arange(0, 12), cmap='RdYlBu_r')  # 绘制等高线图\n",
    "fig.colorbar(colorbar, ax=ax)  # 添加色条\n",
    "\n",
    "plt.xlabel('x')  # 设置x轴标签\n",
    "plt.ylabel('y')  # 设置y轴标签\n",
    "plt.axhline(y=0, color='k', linestyle='-')  # 绘制y轴\n",
    "plt.axvline(x=0, color='k', linestyle='-')  # 绘制x轴\n",
    "plt.xticks(np.arange(-10, 10, step=2))  # 设置x轴刻度\n",
    "plt.yticks(np.arange(-10, 10, step=2))  # 设置y轴刻度\n",
    "plt.axis('scaled')  # 保持x和y轴比例一致\n",
    "\n",
    "ax.set_xlim(x_array.min(), x_array.max())  # 设置x轴范围\n",
    "ax.set_ylim(y_array.min(), y_array.max())  # 设置y轴范围\n",
    "ax.spines['top'].set_visible(False)  # 隐藏顶部边框\n",
    "ax.spines['right'].set_visible(False)  # 隐藏右侧边框\n",
    "ax.spines['bottom'].set_visible(False)  # 隐藏底部边框\n",
    "ax.spines['left'].set_visible(False)  # 隐藏左侧边框\n",
    "\n",
    "ax.grid(linestyle='--', linewidth=0.25, color=[0.8, 0.8, 0.8])  # 添加虚线网格"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ecd322f4-f919-4be2-adc3-69d28ef25e69",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
